Causal inference 101 : answering the crucial "why" in your analysis /
"Subhasish Misra (Walmart Labs) explores the statistical methods available to ensure you're able to circumvent this shortcoming and get to causality. You'll get a practical overview of the aspects of causal inference, including the fundamental tenants of causality and measuring causal...
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| Format: | Electronic Conference Proceeding Video |
| Language: | English |
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[Place of publication not identified] :
O'Reilly Media,
2020.
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| Online Access: | CONNECT |
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| 245 | 1 | 0 | |a Causal inference 101 : |b answering the crucial "why" in your analysis / |c Subhasish Misra. |
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| 511 | 0 | |a Presenter, Subhasish Misra. | |
| 520 | |a "Subhasish Misra (Walmart Labs) explores the statistical methods available to ensure you're able to circumvent this shortcoming and get to causality. You'll get a practical overview of the aspects of causal inference, including the fundamental tenants of causality and measuring causal effects; the challenges involved in measuring causal effects in real-world situations; distinguishing between randomized and observational measurement approaches; an introduction to measuring casual effects with observational data using matching and its extension of propensity score-based matching with a focus on the institution and statistics behind it, tips from the trenches based on Subhasish's experience with these techniques; and practical limitations of these approaches. Subhashish walks you through an example of how matching was applied to get causal insights regarding the effectiveness of a digital product at Walmart."--Resource description page | ||
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